Description
Transformation-Free Linear Regression for Compositional Outcomes and Predictors.
Description
Implements the expectation-maximization (EM) algorithm as described in Fiksel et al. (2021) <doi:10.1111/biom.13465> for transformation-free linear regression for compositional outcomes and predictors.
README.md
The codalm R package
The codalm R package implements the methods as described in A Transformation-free Linear Regression for Compositional Outcomes and Predictors (Fiksel, Zeger, and Datta, 2020)
Installation
codalm is now available on CRAN and can be installed using
install.packages('codalm')
You can also install the development version of codalm for github using the remotes package.
remotes::install_github("jfiksel/codalm")
Example
View the vignette (https://jfiksel.github.io/codalm/articles/codalm_quickstart.html) for examples of how to use the codalm package.